Louis Faust

According to our database, Louis Faust authored at least 18 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Automatic Monitoring of High-Frequency Autoimmune Disorder Related Seizures with Wearable Devices.

Jie Cui, Andrea Duque Lopez, Gabriella Brinkmann, Boney Joseph, Louis Faust, Julianna Ethridge, Gregory A. Worrell, Divyanshu Dubey, Benjamin H. Brinkmann

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

2022

Toward Robust Stress Prediction in the Age of Wearables: Modeling Perceived Stress in a Longitudinal Study With Information Workers.

Brandon M. Booth, Hana Vrzakova, Stephen M. Mattingly, Gonzalo J. Martínez, Louis Faust, Sidney K. D'Mello

IEEE Trans. Affect. Comput., 2022

2021

Examining Response to Negative Life Events Through Fitness Tracker Data.

Louis Faust, Keith Feldman, Suwen Lin, Stephen M. Mattingly, Sidney D'Mello, Nitesh V. Chawla

Frontiers Digit. Health, 2021

Lan: Learning to Augment Noise Tolerance for Self-report Survey Labels.

Suwen Lin, Louis Faust, Nitesh V. Chawla

Proceedings of the 19th IEEE International Conference on Pervasive Computing and Communications, 2021

2020

Deviations from normal bedtimes are associated with short-term increases in resting heart rate.

Louis Faust, Keith Feldman, Stephen M. Mattingly, David Hachen, Nitesh V. Chawla

npj Digit. Medicine, 2020

Improved Sleep Detection Through the Fusion of Phone Agent and Wearable Data Streams.

Gonzalo J. Martínez, Stephen M. Mattingly, Jessica Young, Louis Faust, Anind K. Dey, Andrew T. Campbell, Munmun De Choudhury, Shayan Mirjafari, Subigya K. Nepal, Pablo Robles-Granda, Koustuv Saha, Aaron D. Striegel

Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications Workshops, 2020

MBead: Semi-supervised Multilabel Behaviour Anomaly Detection on Multivariate Temporal Sensory Data.

Suwen Lin, Louis Faust, Sidney D'Mello, Gonzalo J. Martínez, Nitesh V. Chawla

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

What 30 Days Tells Us About 3 Years: Identifying Early Signs of User Abandonment and Non-Adherence.

Louis Faust, Priscilla Jiménez-Pazmino, James K. Holland, Omar Lizardo, David Hachen, Nitesh V. Chawla

Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2019

From Design to Development to Evaluation of a Pregnancy App for Low-Income Women in a Community-Based Setting.

Beenish M. Chaudhry, Louis Faust, Nitesh V. Chawla

Proceedings of the 21st International Conference on Human-Computer Interaction with Mobile Devices and Services, 2019

Development and Evaluation of a Web Application for Prenatal Care Coordinators in the United States.

Beenish Moalla Chaudhry, Louis Faust, Nitesh V. Chawla

Proceedings of the Extending the Boundaries of Design Science Theory and Practice, 2019

2018

Social Network Structure is Predictive of Health and Wellness.

Suwen Lin, Louis Faust, Pablo Robles-Granda, Nitesh V. Chawla

CoRR, 2018

Long-term Compliance Habits: What Early Data Tells Us.

Louis Faust, Priscilla Jiménez, David Hachen, Omar Lizardo, Aaron Striegel, Nitesh V. Chawla

CoRR, 2018

Towards an Integrated mHealth Platform for Community-based Maternity Health Workers in Low-Income Communities.

Beenish Moalla Chaudhry, Louis Faust, Nitesh V. Chawla

Proceedings of the 12th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2018

Quantifying Subjective Well-Being Using Trends in Weekend Activity.

Louis Faust, David Hachen, Omar Lizardo, Nitesh V. Chawla

Proceedings of the IEEE International Conference on Healthcare Informatics, 2018

RESTFul: Resolution-Aware Forecasting of Behavioral Time Series Data.

Xian Wu, Baoxu Shi, Yuxiao Dong, Chao Huang, Louis Faust, Nitesh V. Chawla

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017

Placating plato with plates of pasta: An interactive tool for teaching the dining philosophers problem.

Justin DeBenedetto, Stephen Hutt, Louis Faust, Anqing Liu, Nathaniel Kremer-Herman

Proceedings of the 2017 IEEE Frontiers in Education Conference, 2017

Exploring Compliance: Observations from a Large Scale Fitbit Study.

Louis Faust, Rachael Purta, David Hachen, Aaron Striegel, Christian Poellabauer, Omar Lizardo, Nitesh V. Chawla

Proceedings of the 2nd International Workshop on Social Sensing, 2017

2015

Beyond Volume: The Impact of Complex Healthcare Data on the Machine Learning Pipeline.

Keith Feldman, Louis Faust, Xian Wu, Chao Huang, Nitesh V. Chawla

Proceedings of the Towards Integrative Machine Learning and Knowledge Extraction, 2015